merrymercy / awesome-tensor-compilersLinks
A list of awesome compiler projects and papers for tensor computation and deep learning.
☆2,639Updated 10 months ago
Alternatives and similar repositories for awesome-tensor-compilers
Users that are interested in awesome-tensor-compilers are comparing it to the libraries listed below
Sorting:
- Must read research papers and links to tools and datasets that are related to using machine learning for compilers and systems optimisati…☆1,600Updated 3 months ago
- The Torch-MLIR project aims to provide first class support from the PyTorch ecosystem to the MLIR ecosystem.☆1,627Updated last week
- compiler learning resources collect.☆2,512Updated 5 months ago
- MLIR For Beginners tutorial☆1,065Updated last month
- ☆1,917Updated 2 years ago
- An MLIR-based compiler framework bridges DSLs (domain-specific languages) to DSAs (domain-specific architectures).☆623Updated this week
- A flexible and efficient deep neural network (DNN) compiler that generates high-performance executable from a DNN model description.☆994Updated 11 months ago
- BladeDISC is an end-to-end DynamIc Shape Compiler project for machine learning workloads.☆891Updated 8 months ago
- Representation and Reference Lowering of ONNX Models in MLIR Compiler Infrastructure☆911Updated this week
- Hands-On Practical MLIR Tutorial☆581Updated last year
- This is a series of GPU optimization topics. Here we will introduce how to optimize the CUDA kernel in detail. I will introduce several…☆1,146Updated 2 years ago
- Dive into Deep Learning Compiler☆647Updated 3 years ago
- A retargetable MLIR-based machine learning compiler and runtime toolkit.☆3,332Updated this week
- how to optimize some algorithm in cuda.☆2,449Updated this week
- The Tensor Algebra SuperOptimizer for Deep Learning☆731Updated 2 years ago
- A list of tutorials, paper, talks, and open-source projects for emerging compiler and architecture☆486Updated 7 months ago
- Domain-specific language designed to streamline the development of high-performance GPU/CPU/Accelerators kernels☆1,608Updated this week
- row-major matmul optimization☆664Updated 3 weeks ago
- 🚀 Awesome System for Machine Learning ⚡️ AI System Papers and Industry Practice. ⚡️ System for Machine Learning, LLM (Large Language Mod…☆3,266Updated last month
- FB (Facebook) + GEMM (General Matrix-Matrix Multiplication) - https://code.fb.com/ml-applications/fbgemm/☆1,433Updated last week
- ☆616Updated last year
- Awesome resources for GPUs☆587Updated 2 years ago
- Fast CUDA matrix multiplication from scratch☆834Updated last week
- Distributed Compiler based on Triton for Parallel Systems☆1,107Updated this week
- A machine learning compiler for GPUs, CPUs, and ML accelerators☆3,505Updated this week
- how to learn PyTorch and OneFlow☆451Updated last year
- A model compilation solution for various hardware☆446Updated 3 weeks ago
- Mirage Persistent Kernel: Compiling LLMs into a MegaKernel☆1,773Updated this week
- ☆429Updated 10 months ago
- Tile primitives for speedy kernels☆2,672Updated last week